Unverified50% confidenceSolutionExact time
The Preserved Thinking mechanism avoids KV Cache invalidation and reasoning state loss caused by tool calls by fixing previous reasoning chains in a structured form within the context prefix region.
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50%
Confidence
Long-term
Relevance
10/11/2026
First Seen
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Related Claims
UnverifiedIn large language model inference, KV-Cache is used to store the key-value pairs already computed in the attention mechanism, thereby avoiding repeated computation.73% similarUnverifiedAsynchronous tool calls allow the model to continue processing other logic while waiting for a tool to return results, without blocking the entire inference pipeline.71% similarUnverifiedHidden Chains of Thought do not require explicitly displaying each step of the thinking process in the output, allowing the model to perform reasoning iterations within its internal state space.71% similarUnverifiedReAct在每个推理步骤后触发实际工具调用，而Chain-of-Thought提示只做推理不调用工具70% similarUnverified推理强度低强度模式响应快但可能遗漏细节，高强度模式会进行多轮思维链推演，适合复杂逻辑或架构设计任务70% similar
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